Time series clustering for netdata.
Project description
netdata_ts_clustering
Time series clustering for Netdata hosts.
...
Install
pip install netdata_ts_clustering
Quickstart
model = Clusterer(['london.my-netdata.io'], charts=['system.load'], after=-60, before=0)
model.get_data()
model.df.head()
<style scoped>
.dataframe tbody tr th:only-of-type {
vertical-align: middle;
}
.dataframe tbody tr th {
vertical-align: top;
}
.dataframe thead th {
text-align: right;
}
</style>
system.cpu|guest | system.cpu|guest_nice | system.cpu|iowait | system.cpu|irq | system.cpu|nice | system.cpu|softirq | system.cpu|steal | system.cpu|system | system.cpu|user | |
---|---|---|---|---|---|---|---|---|---|
time_idx | |||||||||
1607871202 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 2.750000 | 0.750000 | 0.750000 |
1607871203 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.247525 | 1.980198 | 0.990099 | 0.742574 |
1607871204 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.253165 | 1.012658 | 0.759494 |
1607871205 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.744417 | 0.992556 | 0.992556 |
1607871206 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.248139 | 2.481390 | 0.496278 | 0.744417 |
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Close
Hashes for netdata_ts_clustering-0.0.5.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7a4ce1333b8a87666c30344cb6ae65efff7770de09ef9155288c0ac2d0cf6a94 |
|
MD5 | d66729fcc15dabbfe64f2e6336aa42c7 |
|
BLAKE2b-256 | 52d404559e4aef02f3ecb93c282cb85b1e2085c0087071031e25bd2f5f993a55 |
Close
Hashes for netdata_ts_clustering-0.0.5-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | abf63d1f02ddb6695b7568b65e9327f69c814754d68ce8115dab31a6f8472152 |
|
MD5 | d3b8f94bb8b0e22e311bf3a225d0b372 |
|
BLAKE2b-256 | 29e20e85acb37e49840f253ab038271d2925eec2ea79a768c3ae4e1ae829c8ee |